[{"user_id":"15782","page":"187-192","language":[{"iso":"eng"}],"_id":"26850","date_updated":"2022-01-06T06:57:29Z","publication_status":"published","title":"SAVE: Security & safety by model-based systems engineering on the example of automotive industry","status":"public","year":"2021","conference":{"end_date":"2021-05-21","start_date":"2021-05-19","name":"31st CIRP Design Conference"},"author":[{"full_name":"Japs, Sergej","first_name":"Sergej","last_name":"Japs"},{"full_name":"Anacker, Harald","last_name":"Anacker","first_name":"Harald"},{"last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190"}],"type":"conference","department":[{"_id":"563"}],"date_created":"2021-10-25T13:07:32Z","publication":"Procedia CIRP","citation":{"short":"S. Japs, H. Anacker, R. Dumitrescu, in: Procedia CIRP, 2021, pp. 187–192.","chicago":"Japs, Sergej, Harald Anacker, and Roman Dumitrescu. “SAVE: Security &#38; Safety by Model-Based Systems Engineering on the Example of Automotive Industry.” In <i>Procedia CIRP</i>, 187–92, 2021.","apa":"Japs, S., Anacker, H., &#38; Dumitrescu, R. (2021). SAVE: Security &#38; safety by model-based systems engineering on the example of automotive industry. <i>Procedia CIRP</i>, 187–192.","ieee":"S. Japs, H. Anacker, and R. Dumitrescu, “SAVE: Security &#38; safety by model-based systems engineering on the example of automotive industry,” in <i>Procedia CIRP</i>, 2021, pp. 187–192.","ama":"Japs S, Anacker H, Dumitrescu R. SAVE: Security &#38; safety by model-based systems engineering on the example of automotive industry. In: <i>Procedia CIRP</i>. ; 2021:187-192.","bibtex":"@inproceedings{Japs_Anacker_Dumitrescu_2021, title={SAVE: Security &#38; safety by model-based systems engineering on the example of automotive industry}, booktitle={Procedia CIRP}, author={Japs, Sergej and Anacker, Harald and Dumitrescu, Roman}, year={2021}, pages={187–192} }","mla":"Japs, Sergej, et al. “SAVE: Security &#38; Safety by Model-Based Systems Engineering on the Example of Automotive Industry.” <i>Procedia CIRP</i>, 2021, pp. 187–92."}},{"citation":{"mla":"Dumitrescu, Roman, et al. “Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering.” <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>, edited by Jürgen Gausemeier et al., Heinz Nixdorf Institut, Universität Paderborn, 2021.","bibtex":"@inproceedings{Dumitrescu_Anacker_Grote_Rasor_Tekaat_Meyer_Gausemeier_Steglich_2021, place={Paderborn}, title={Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering}, booktitle={Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Dumitrescu, Roman and Anacker, Harald and Grote, Eva-Maria and Rasor, Rik and Tekaat, Julian and Meyer, Maurice and Gausemeier, Jürgen and Steglich, Steffen}, editor={Gausemeier, Jürgen and Bauer, Wilhelm and Dumitrescu, Roman}, year={2021} }","ama":"Dumitrescu R, Anacker H, Grote E-M, et al. Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering. In: Gausemeier J, Bauer W, Dumitrescu R, eds. <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>. Heinz Nixdorf Institut, Universität Paderborn; 2021.","ieee":"R. Dumitrescu <i>et al.</i>, “Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering,” in <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>, Berlin, 2021.","apa":"Dumitrescu, R., Anacker, H., Grote, E.-M., Rasor, R., Tekaat, J., Meyer, M., Gausemeier, J., &#38; Steglich, S. (2021). Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering. In J. Gausemeier, W. Bauer, &#38; R. Dumitrescu (Eds.), <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>. Heinz Nixdorf Institut, Universität Paderborn.","short":"R. Dumitrescu, H. Anacker, E.-M. Grote, R. Rasor, J. Tekaat, M. Meyer, J. Gausemeier, S. Steglich, in: J. Gausemeier, W. Bauer, R. Dumitrescu (Eds.), Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2021.","chicago":"Dumitrescu, Roman, Harald Anacker, Eva-Maria Grote, Rik Rasor, Julian Tekaat, Maurice Meyer, Jürgen Gausemeier, and Steffen Steglich. “Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering.” In <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021."},"publication":"Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung","place":"Paderborn","date_created":"2021-10-25T13:32:30Z","department":[{"_id":"563"}],"type":"conference","conference":{"location":"Berlin","start_date":"2021-12-02","name":"16. Symposium für Vorausschau und Technologieplanung","end_date":"2021-12-03"},"author":[{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"},{"full_name":"Anacker, Harald","first_name":"Harald","last_name":"Anacker"},{"last_name":"Grote","first_name":"Eva-Maria","full_name":"Grote, Eva-Maria"},{"full_name":"Rasor, Rik","last_name":"Rasor","first_name":"Rik"},{"last_name":"Tekaat","first_name":"Julian","full_name":"Tekaat, Julian"},{"id":"77201","full_name":"Meyer, Maurice","first_name":"Maurice","orcid":"0000-0003-0606-7321","last_name":"Meyer"},{"full_name":"Gausemeier, Jürgen","first_name":"Jürgen","last_name":"Gausemeier","id":"163"},{"full_name":"Steglich, Steffen","last_name":"Steglich","first_name":"Steffen"}],"title":"Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering","status":"public","year":"2021","date_updated":"2022-01-06T06:57:29Z","publication_status":"published","_id":"26851","language":[{"iso":"ger"}],"publisher":"Heinz Nixdorf Institut, Universität Paderborn","editor":[{"last_name":"Gausemeier","first_name":"Jürgen","full_name":"Gausemeier, Jürgen"},{"full_name":"Bauer, Wilhelm","last_name":"Bauer","first_name":"Wilhelm"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"user_id":"15782"},{"language":[{"iso":"eng"}],"_id":"26852","page":"2027 - 2036","volume":"Vol. 1","user_id":"15782","author":[{"full_name":"Kharatyan, Aschot","last_name":"Kharatyan","first_name":"Aschot"},{"full_name":"Tekaat, Julian","first_name":"Julian","last_name":"Tekaat"},{"first_name":"Sergej","last_name":"Japs","full_name":"Japs, Sergej"},{"first_name":"Harald","last_name":"Anacker","full_name":"Anacker, Harald"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"conference":{"start_date":"2020-05-18","name":"16th International Design Conference","location":"Cavtat, Dubrovnik, Croatia","end_date":"2020-05-21"},"year":"2021","status":"public","title":"Metamodel for safety and security integrated system architecture modeling","publication_status":"published","date_updated":"2022-01-06T06:57:29Z","date_created":"2021-10-25T13:40:50Z","department":[{"_id":"563"}],"type":"conference","citation":{"bibtex":"@inproceedings{Kharatyan_Tekaat_Japs_Anacker_Dumitrescu_2021, title={Metamodel for safety and security integrated system architecture modeling}, volume={Vol. 1}, booktitle={ Proceedings of the Design Society}, author={Kharatyan, Aschot and Tekaat, Julian and Japs, Sergej and Anacker, Harald and Dumitrescu, Roman}, year={2021}, pages={2027–2036} }","ama":"Kharatyan A, Tekaat J, Japs S, Anacker H, Dumitrescu R. Metamodel for safety and security integrated system architecture modeling. In: <i> Proceedings of the Design Society</i>. Vol Vol. 1. ; 2021:2027-2036.","mla":"Kharatyan, Aschot, et al. “Metamodel for Safety and Security Integrated System Architecture Modeling.” <i> Proceedings of the Design Society</i>, vol. Vol. 1, 2021, pp. 2027–36.","chicago":"Kharatyan, Aschot, Julian Tekaat, Sergej Japs, Harald Anacker, and Roman Dumitrescu. “Metamodel for Safety and Security Integrated System Architecture Modeling.” In <i> Proceedings of the Design Society</i>, Vol. 1:2027–36, 2021.","short":"A. Kharatyan, J. Tekaat, S. Japs, H. Anacker, R. Dumitrescu, in:  Proceedings of the Design Society, 2021, pp. 2027–2036.","ieee":"A. Kharatyan, J. Tekaat, S. Japs, H. Anacker, and R. Dumitrescu, “Metamodel for safety and security integrated system architecture modeling,” in <i> Proceedings of the Design Society</i>, Cavtat, Dubrovnik, Croatia, 2021, vol. Vol. 1, pp. 2027–2036.","apa":"Kharatyan, A., Tekaat, J., Japs, S., Anacker, H., &#38; Dumitrescu, R. (2021). Metamodel for safety and security integrated system architecture modeling. <i> Proceedings of the Design Society</i>, <i>Vol. 1</i>, 2027–2036."},"publication":" Proceedings of the Design Society"},{"language":[{"iso":"eng"}],"_id":"26855","page":"3289-3298","doi":"10.1017/pds.2021.590","user_id":"43136","author":[{"id":"77201","first_name":"Maurice","last_name":"Meyer","orcid":"0000-0003-0606-7321","full_name":"Meyer, Maurice"},{"id":"38169","first_name":"Ingrid","last_name":"Wiederkehr","full_name":"Wiederkehr, Ingrid"},{"full_name":"Koldewey, Christian","last_name":"Koldewey","first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","id":"43136"},{"id":"16190","last_name":"Dumitrescu","first_name":"Roman","full_name":"Dumitrescu, Roman"}],"publication_identifier":{"issn":["2732-527X"]},"status":"public","title":"UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW","year":"2021","date_updated":"2022-01-06T06:57:29Z","publication_status":"published","date_created":"2021-10-25T14:43:11Z","department":[{"_id":"563"}],"type":"journal_article","citation":{"ieee":"M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW,” <i>Proceedings of the Design Society</i>, pp. 3289–3298, 2021, doi: <a href=\"https://doi.org/10.1017/pds.2021.590\">10.1017/pds.2021.590</a>.","apa":"Meyer, M., Wiederkehr, I., Koldewey, C., &#38; Dumitrescu, R. (2021). UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW. <i>Proceedings of the Design Society</i>, 3289–3298. <a href=\"https://doi.org/10.1017/pds.2021.590\">https://doi.org/10.1017/pds.2021.590</a>","mla":"Meyer, Maurice, et al. “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW.” <i>Proceedings of the Design Society</i>, 2021, pp. 3289–98, doi:<a href=\"https://doi.org/10.1017/pds.2021.590\">10.1017/pds.2021.590</a>.","bibtex":"@article{Meyer_Wiederkehr_Koldewey_Dumitrescu_2021, title={UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW}, DOI={<a href=\"https://doi.org/10.1017/pds.2021.590\">10.1017/pds.2021.590</a>}, journal={Proceedings of the Design Society}, author={Meyer, Maurice and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman}, year={2021}, pages={3289–3298} }","short":"M. Meyer, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Proceedings of the Design Society (2021) 3289–3298.","ama":"Meyer M, Wiederkehr I, Koldewey C, Dumitrescu R. UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW. <i>Proceedings of the Design Society</i>. Published online 2021:3289-3298. doi:<a href=\"https://doi.org/10.1017/pds.2021.590\">10.1017/pds.2021.590</a>","chicago":"Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW.” <i>Proceedings of the Design Society</i>, 2021, 3289–98. <a href=\"https://doi.org/10.1017/pds.2021.590\">https://doi.org/10.1017/pds.2021.590</a>."},"publication":"Proceedings of the Design Society","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>Cyber-physical systems (CPS) are able the collect huge amounts of data about themselves, their users, and their environment during their usage phase. By feeding these usage data back into product planning, manufacturers can optimize their engineering and decision-making processes. Despite promising potentials, most manufacturers still do not analyze usage data within product planning. Also, research on usage data-driven product planning is scarce. Therefore, this paper aims to identify the main concepts, advantages, success factors and challenges of usage data-driven product planning. To answer the corresponding research questions, a comprehensive systematic literature review is conducted. From its results, a detailed description of usage data-driven product planning consisting of six main concepts is derived. Furthermore, taxonomies for the advantages, success factors and challenges of usage data-driven product planning are presented. The six main concepts and the three taxonomies allow for a deeper understanding of the topic while highlighting necessary future actions and research needs.</jats:p>"}]},{"place":"Paderborn","date_created":"2021-10-25T14:50:27Z","department":[{"_id":"563"}],"type":"conference","citation":{"mla":"Meyer, Maurice, et al. “Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis.” <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>, edited by Jürgen Gausemeier et al., vol. 400, Heinz Nixdorf Institut, Universität Paderborn, 2021.","apa":"Meyer, M., Hemkentokrax, J.-P., Koldewey, C., Dumitrescu, R., Tröster, P. M., Schlegel, M., Kling, C. L., Rapp, S., &#38; Albers, A. (2021). Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis. In J. Gausemeier, W. Bauer, &#38; R. Dumitrescu (Eds.), <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i> (Vol. 400). Heinz Nixdorf Institut, Universität Paderborn.","ieee":"M. Meyer <i>et al.</i>, “Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis,” in <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>, Berlin, 2021, vol. 400.","chicago":"Meyer, Maurice, Jan-Philipp Hemkentokrax, Christian Koldewey, Roman Dumitrescu, Peter M. Tröster, Michael Schlegel, Christopher L. Kling, Simon Rapp, and Albert Albers. “Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis.” In <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu, Vol. 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.","short":"M. Meyer, J.-P. Hemkentokrax, C. Koldewey, R. Dumitrescu, P.M. Tröster, M. Schlegel, C.L. Kling, S. Rapp, A. Albers, in: J. Gausemeier, W. Bauer, R. Dumitrescu (Eds.), Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2021.","ama":"Meyer M, Hemkentokrax J-P, Koldewey C, et al. Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis. In: Gausemeier J, Bauer W, Dumitrescu R, eds. <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>. Vol 400. Heinz Nixdorf Institut, Universität Paderborn; 2021.","bibtex":"@inproceedings{Meyer_Hemkentokrax_Koldewey_Dumitrescu_Tröster_Schlegel_Kling_Rapp_Albers_2021, place={Paderborn}, title={Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis}, volume={400}, booktitle={Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Meyer, Maurice and Hemkentokrax, Jan-Philipp and Koldewey, Christian and Dumitrescu, Roman and Tröster, Peter M. and Schlegel, Michael and Kling, Christopher L. and Rapp, Simon and Albers, Albert}, editor={Gausemeier, Jürgen and Bauer, Wilhelm and Dumitrescu, Roman}, year={2021} }"},"publication":"Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung","_id":"26857","publisher":"Heinz Nixdorf Institut, Universität Paderborn","language":[{"iso":"ger"}],"editor":[{"full_name":"Gausemeier, Jürgen","first_name":"Jürgen","last_name":"Gausemeier"},{"full_name":"Bauer, Wilhelm","first_name":"Wilhelm","last_name":"Bauer"},{"full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu"}],"volume":400,"user_id":"15782","conference":{"end_date":"2021-12-03","start_date":"2021-12-02","name":"16. Symposium für Vorausschau und Technologieplanung","location":"Berlin"},"author":[{"last_name":"Meyer","orcid":"0000-0003-0606-7321","first_name":"Maurice","full_name":"Meyer, Maurice","id":"77201"},{"full_name":"Hemkentokrax, Jan-Philipp","first_name":"Jan-Philipp","last_name":"Hemkentokrax","id":"76057"},{"full_name":"Koldewey, Christian","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian","id":"43136"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman","id":"16190"},{"last_name":"Tröster","first_name":"Peter M.","full_name":"Tröster, Peter M."},{"first_name":"Michael","last_name":"Schlegel","full_name":"Schlegel, Michael"},{"last_name":"Kling","first_name":"Christopher L.","full_name":"Kling, Christopher L."},{"last_name":"Rapp","first_name":"Simon","full_name":"Rapp, Simon"},{"last_name":"Albers","first_name":"Albert","full_name":"Albers, Albert"}],"title":"Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis","year":"2021","status":"public","intvolume":"       400","date_updated":"2022-01-06T06:57:29Z","publication_status":"published"},{"date_created":"2021-10-25T14:56:55Z","type":"journal_article","department":[{"_id":"563"}],"publication":"Procedia CIRP","citation":{"ama":"Meyer M, Panzner M, Koldewey C, Dumitrescu R. Towards Identifying Data Analytics Use Cases in Product Planning. <i>Procedia CIRP</i>. 2021;104:1179-1184.","bibtex":"@article{Meyer_Panzner_Koldewey_Dumitrescu_2021, title={Towards Identifying Data Analytics Use Cases in Product Planning}, volume={104}, journal={Procedia CIRP}, author={Meyer, Maurice and Panzner, Melina and Koldewey, Christian and Dumitrescu, Roman}, year={2021}, pages={1179–1184} }","mla":"Meyer, Maurice, et al. “Towards Identifying Data Analytics Use Cases in Product Planning.” <i>Procedia CIRP</i>, vol. 104, 2021, pp. 1179–84.","short":"M. Meyer, M. Panzner, C. Koldewey, R. Dumitrescu, Procedia CIRP 104 (2021) 1179–1184.","chicago":"Meyer, Maurice, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “Towards Identifying Data Analytics Use Cases in Product Planning.” <i>Procedia CIRP</i> 104 (2021): 1179–84.","apa":"Meyer, M., Panzner, M., Koldewey, C., &#38; Dumitrescu, R. (2021). Towards Identifying Data Analytics Use Cases in Product Planning. <i>Procedia CIRP</i>, <i>104</i>, 1179–1184.","ieee":"M. Meyer, M. Panzner, C. Koldewey, and R. Dumitrescu, “Towards Identifying Data Analytics Use Cases in Product Planning,” <i>Procedia CIRP</i>, vol. 104, pp. 1179–1184, 2021."},"page":"1179-1184","_id":"26858","language":[{"iso":"eng"}],"user_id":"77201","volume":104,"year":"2021","status":"public","title":"Towards Identifying Data Analytics Use Cases in Product Planning","author":[{"id":"77201","last_name":"Meyer","orcid":"0000-0003-0606-7321","first_name":"Maurice","full_name":"Meyer, Maurice"},{"last_name":"Panzner","first_name":"Melina","full_name":"Panzner, Melina"},{"id":"43136","first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","full_name":"Koldewey, Christian"},{"id":"16190","first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman"}],"date_updated":"2022-01-06T06:57:29Z","intvolume":"       104"},{"date_created":"2021-10-25T15:52:36Z","place":"Paderborn","department":[{"_id":"563"}],"type":"conference","citation":{"mla":"Hemkentokrax, Jan-Philipp, et al. “Die Kraft von Startup-Partnerschaften  für das Innovationssystem eines Automobilzulieferers.” <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>, edited by Jürgen Gausemeier et al., vol. 400, Heinz Nixdorf Institut, Universität Paderborn, 2021.","bibtex":"@inproceedings{Hemkentokrax_Eckelt_Haarmann_Koldewey_Dumitrescu_2021, place={Paderborn}, title={Die Kraft von Startup-Partnerschaften  für das Innovationssystem eines Automobilzulieferers}, volume={400}, booktitle={Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Hemkentokrax, Jan-Philipp and Eckelt, Daniel and Haarmann, Lennard and Koldewey, Christian and Dumitrescu, Roman}, editor={Gausemeier, Jürgen and Bauer, Wilhelm and Dumitrescu, Roman}, year={2021} }","ama":"Hemkentokrax J-P, Eckelt D, Haarmann L, Koldewey C, Dumitrescu R. Die Kraft von Startup-Partnerschaften  für das Innovationssystem eines Automobilzulieferers. In: Gausemeier J, Bauer W, Dumitrescu R, eds. <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>. Vol 400. Heinz Nixdorf Institut, Universität Paderborn; 2021.","ieee":"J.-P. Hemkentokrax, D. Eckelt, L. Haarmann, C. Koldewey, and R. Dumitrescu, “Die Kraft von Startup-Partnerschaften  für das Innovationssystem eines Automobilzulieferers,” in <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i>, Berlin, 2021, vol. 400.","apa":"Hemkentokrax, J.-P., Eckelt, D., Haarmann, L., Koldewey, C., &#38; Dumitrescu, R. (2021). Die Kraft von Startup-Partnerschaften  für das Innovationssystem eines Automobilzulieferers. In J. Gausemeier, W. Bauer, &#38; R. Dumitrescu (Eds.), <i>Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung</i> (Vol. 400). Heinz Nixdorf Institut, Universität Paderborn.","short":"J.-P. Hemkentokrax, D. Eckelt, L. Haarmann, C. Koldewey, R. Dumitrescu, in: J. Gausemeier, W. Bauer, R. Dumitrescu (Eds.), Vorausschau und Technologieplanung - 16. 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In: <i>Intelligent Data Engineering and Automated Learning – IDEAL 2021</i>. ; 2021. doi:<a href=\"https://doi.org/10.1007/978-3-030-91608-4_11\">10.1007/978-3-030-91608-4_11</a>","bibtex":"@inbook{Feldhans_Wilke_Heindorf_Shaker_Hammer_Ngonga Ngomo_Hüllermeier_2021, place={Cham}, title={Drift Detection in Text Data with Document Embeddings}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-91608-4_11\">10.1007/978-3-030-91608-4_11</a>}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2021}, author={Feldhans, Robert and Wilke, Adrian and Heindorf, Stefan and Shaker, Mohammad Hossein and Hammer, Barbara and Ngonga Ngomo, Axel-Cyrille and Hüllermeier, Eyke}, year={2021} }"},"place":"Cham","date_created":"2021-12-17T10:33:12Z","type":"book_chapter","department":[{"_id":"574"}]},{"doi":"10.1109/ICSC50631.2021.00050","user_id":"9101","page":"241-247","_id":"29047","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:58:44Z","title":"Relicensing Combined Datasets","status":"public","year":"2021","author":[{"id":"9101","first_name":"Adrian","orcid":"0000-0002-6575-807X","last_name":"Wilke","full_name":"Wilke, Adrian"},{"id":"77241","first_name":"Arwa","last_name":"Bannoura","full_name":"Bannoura, Arwa"},{"full_name":"Ngonga Ngomo, Axel-Cyrille Ngonga","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille Ngonga"}],"type":"conference","department":[{"_id":"574"}],"date_created":"2021-12-17T13:04:28Z","publication":"2021 IEEE 15th International Conference on Semantic Computing (ICSC)","citation":{"apa":"Wilke, A., Bannoura, A., &#38; Ngonga Ngomo, A.-C. N. (2021). Relicensing Combined Datasets. <i>2021 IEEE 15th International Conference on Semantic Computing (ICSC)</i>, 241–247. <a href=\"https://doi.org/10.1109/ICSC50631.2021.00050\">https://doi.org/10.1109/ICSC50631.2021.00050</a>","ieee":"A. Wilke, A. Bannoura, and A.-C. N. Ngonga Ngomo, “Relicensing Combined Datasets,” in <i>2021 IEEE 15th International Conference on Semantic Computing (ICSC)</i>, 2021, pp. 241–247, doi: <a href=\"https://doi.org/10.1109/ICSC50631.2021.00050\">10.1109/ICSC50631.2021.00050</a>.","short":"A. Wilke, A. Bannoura, A.-C.N. Ngonga Ngomo, in: 2021 IEEE 15th International Conference on Semantic Computing (ICSC), 2021, pp. 241–247.","chicago":"Wilke, Adrian, Arwa Bannoura, and Axel-Cyrille Ngonga Ngonga Ngomo. “Relicensing Combined Datasets.” In <i>2021 IEEE 15th International Conference on Semantic Computing (ICSC)</i>, 241–47, 2021. <a href=\"https://doi.org/10.1109/ICSC50631.2021.00050\">https://doi.org/10.1109/ICSC50631.2021.00050</a>.","mla":"Wilke, Adrian, et al. “Relicensing Combined Datasets.” <i>2021 IEEE 15th International Conference on Semantic Computing (ICSC)</i>, 2021, pp. 241–47, doi:<a href=\"https://doi.org/10.1109/ICSC50631.2021.00050\">10.1109/ICSC50631.2021.00050</a>.","ama":"Wilke A, Bannoura A, Ngonga Ngomo A-CN. Relicensing Combined Datasets. In: <i>2021 IEEE 15th International Conference on Semantic Computing (ICSC)</i>. ; 2021:241-247. doi:<a href=\"https://doi.org/10.1109/ICSC50631.2021.00050\">10.1109/ICSC50631.2021.00050</a>","bibtex":"@inproceedings{Wilke_Bannoura_Ngonga Ngomo_2021, title={Relicensing Combined Datasets}, DOI={<a href=\"https://doi.org/10.1109/ICSC50631.2021.00050\">10.1109/ICSC50631.2021.00050</a>}, booktitle={2021 IEEE 15th International Conference on Semantic Computing (ICSC)}, author={Wilke, Adrian and Bannoura, Arwa and Ngonga Ngomo, Axel-Cyrille Ngonga}, year={2021}, pages={241–247} }"}},{"page":"1-20","language":[{"iso":"eng"}],"_id":"29150","doi":"10.1145/3494571","user_id":"60323","title":"Design of Distributed Reconfigurable Robotics Systems with ReconROS","status":"public","year":"2021","author":[{"id":"60323","first_name":"Christian","last_name":"Lienen","full_name":"Lienen, Christian"},{"id":"398","full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"}],"publication_identifier":{"issn":["1936-7406","1936-7414"]},"date_updated":"2022-01-06T06:58:46Z","publication_status":"published","date_created":"2022-01-04T08:30:10Z","type":"journal_article","department":[{"_id":"78"}],"publication":"ACM Transactions on Reconfigurable Technology and Systems","citation":{"ieee":"C. Lienen and M. Platzner, “Design of Distributed Reconfigurable Robotics Systems with ReconROS,” <i>ACM Transactions on Reconfigurable Technology and Systems</i>, pp. 1–20, 2021, doi: <a href=\"https://doi.org/10.1145/3494571\">10.1145/3494571</a>.","apa":"Lienen, C., &#38; Platzner, M. (2021). Design of Distributed Reconfigurable Robotics Systems with ReconROS. <i>ACM Transactions on Reconfigurable Technology and Systems</i>, 1–20. <a href=\"https://doi.org/10.1145/3494571\">https://doi.org/10.1145/3494571</a>","chicago":"Lienen, Christian, and Marco Platzner. “Design of Distributed Reconfigurable Robotics Systems with ReconROS.” <i>ACM Transactions on Reconfigurable Technology and Systems</i>, 2021, 1–20. <a href=\"https://doi.org/10.1145/3494571\">https://doi.org/10.1145/3494571</a>.","short":"C. Lienen, M. Platzner, ACM Transactions on Reconfigurable Technology and Systems (2021) 1–20.","mla":"Lienen, Christian, and Marco Platzner. “Design of Distributed Reconfigurable Robotics Systems with ReconROS.” <i>ACM Transactions on Reconfigurable Technology and Systems</i>, 2021, pp. 1–20, doi:<a href=\"https://doi.org/10.1145/3494571\">10.1145/3494571</a>.","bibtex":"@article{Lienen_Platzner_2021, title={Design of Distributed Reconfigurable Robotics Systems with ReconROS}, DOI={<a href=\"https://doi.org/10.1145/3494571\">10.1145/3494571</a>}, journal={ACM Transactions on Reconfigurable Technology and Systems}, author={Lienen, Christian and Platzner, Marco}, year={2021}, pages={1–20} }","ama":"Lienen C, Platzner M. Design of Distributed Reconfigurable Robotics Systems with ReconROS. <i>ACM Transactions on Reconfigurable Technology and Systems</i>. Published online 2021:1-20. doi:<a href=\"https://doi.org/10.1145/3494571\">10.1145/3494571</a>"},"abstract":[{"lang":"eng","text":"Robotics applications process large amounts of data in real time and require compute platforms that provide high performance and energy efficiency. FPGAs are well suited for many of these applications, but there is a reluctance in the robotics community to use hardware acceleration due to increased design complexity and a lack of consistent programming models across the software/hardware boundary. In this article, we present ReconROS, a framework that integrates the widely used robot operating system (ROS) with ReconOS, which features multithreaded programming of hardware and software threads for reconfigurable computers. This unique combination gives ROS 2 developers the flexibility to transparently accelerate parts of their robotics applications in hardware. We elaborate on the architecture and the design flow for ReconROS and report on a set of experiments that underline the feasibility and flexibility of our approach."}]},{"supervisor":[{"id":"398","full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"},{"full_name":"Hansmeier, Tim","first_name":"Tim","orcid":"0000-0003-1377-3339","last_name":"Hansmeier","id":"49992"}],"citation":{"bibtex":"@book{Kashikar_2021, place={Paderborn}, title={A Comparison of Machine Learning Techniques for the On-line Characterization of Tasks Executed on Heterogeneous Compute Nodes}, publisher={Paderborn University}, author={Kashikar, Chinmay}, year={2021} }","ama":"Kashikar C. <i>A Comparison of Machine Learning Techniques for the On-Line Characterization of Tasks Executed on Heterogeneous Compute Nodes</i>. Paderborn University; 2021.","mla":"Kashikar, Chinmay. <i>A Comparison of Machine Learning Techniques for the On-Line Characterization of Tasks Executed on Heterogeneous Compute Nodes</i>. Paderborn University, 2021.","chicago":"Kashikar, Chinmay. <i>A Comparison of Machine Learning Techniques for the On-Line Characterization of Tasks Executed on Heterogeneous Compute Nodes</i>. Paderborn: Paderborn University, 2021.","short":"C. Kashikar, A Comparison of Machine Learning Techniques for the On-Line Characterization of Tasks Executed on Heterogeneous Compute Nodes, Paderborn University, Paderborn, 2021.","ieee":"C. Kashikar, <i>A Comparison of Machine Learning Techniques for the On-line Characterization of Tasks Executed on Heterogeneous Compute Nodes</i>. Paderborn: Paderborn University, 2021.","apa":"Kashikar, C. (2021). <i>A Comparison of Machine Learning Techniques for the On-line Characterization of Tasks Executed on Heterogeneous Compute Nodes</i>. Paderborn University."},"project":[{"_id":"14","name":"SFB 901 - Subproject C2"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901","_id":"1"}],"abstract":[{"lang":"eng","text":"Automation becomes a vital part in the High-Performance computing system in situational dynamics to take the decisions on the fly. Heterogeneous compute nodes consist of computing resources such as CPU, GPU and FPGA and are the important components of the high-performance computing system that can adapt the automation to achieve the given goal. While implanting automation in the computing resources, management of the resources is one of the essential aspects that need to be taken care of. Tasks are continuously executed on the resources using its unique characteristics. Effective scheduling is essential to make the best use of the characteristics provided by each resource. Scheduling enables the execution of each task by allocating resources so that they take advantage of all the characteristics of the compute resources. Various scheduling heuristics can be used to create effective scheduling, which might require the execution time to schedule the task efficiently. Providing actual execution time is not possible in many cases; hence we can provide the estimations for the actual execution time . The purpose of this master's thesis is to design a predictive model or system that estimates the execution time required to execute tasks using historical execution time data on the heterogeneous compute nodes. In this thesis, regression techniques(SGD Regressor, Passive-Aggressive Regressor, MLP Regressor, and XCSF Regressor) are compared in terms of their prediction accuracy in order to determine which technique produces reliable predictions for the execution time. These estimations must be generated in an online learning environment in which data points arrive in any sequence, one by one, and the regression model must learn from them. After evaluating the regression algorithms, it is seen that the XCSF regressor provides the highest overall prediction accuracy for the supplied data sets. The regression technique's parameters also play a significant role in achieving an acceptable prediction accuracy. As a remark, when using online learning in regression analysis, the accuracy depends upon both the order of sequential data points that are coming to train the model and the parameter configuration for each regression technique."}],"place":"Paderborn","date_created":"2022-01-04T09:24:52Z","department":[{"_id":"78"}],"type":"mastersthesis","author":[{"last_name":"Kashikar","first_name":"Chinmay","full_name":"Kashikar, Chinmay"}],"status":"public","title":"A Comparison of Machine Learning Techniques for the On-line Characterization of Tasks Executed on Heterogeneous Compute Nodes","year":"2021","date_updated":"2022-01-06T06:58:46Z","_id":"29151","language":[{"iso":"eng"}],"publisher":"Paderborn University","user_id":"49992"},{"_id":"26984","publisher":"Heinz Nixdorf Institut, Universität Paderborn","language":[{"iso":"ger"}],"user_id":"15782","author":[{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"},{"id":"45137","full_name":"Özcan, Leon","first_name":"Leon","last_name":"Özcan"},{"id":"45402","full_name":"Ködding, Patrick","last_name":"Ködding","first_name":"Patrick"},{"full_name":"Foullois, Marc","last_name":"Foullois","first_name":"Marc"},{"full_name":"Bernijazov, Ruslan","last_name":"Bernijazov","first_name":"Ruslan"}],"status":"public","year":"2021","title":"Künstliche Intelligenz in der Produktentstehung","publication_status":"published","date_updated":"2022-01-06T06:57:31Z","date_created":"2021-10-27T11:19:29Z","place":"Paderborn","department":[{"_id":"563"}],"type":"book","citation":{"bibtex":"@book{Dumitrescu_Özcan_Ködding_Foullois_Bernijazov_2021, place={Paderborn}, title={Künstliche Intelligenz in der Produktentstehung}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Dumitrescu, Roman and Özcan, Leon and Ködding, Patrick and Foullois, Marc and Bernijazov, Ruslan}, year={2021} }","short":"R. Dumitrescu, L. Özcan, P. Ködding, M. Foullois, R. Bernijazov, Künstliche Intelligenz in der Produktentstehung, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2021.","ama":"Dumitrescu R, Özcan L, Ködding P, Foullois M, Bernijazov R. <i>Künstliche Intelligenz in der Produktentstehung</i>. Heinz Nixdorf Institut, Universität Paderborn; 2021.","chicago":"Dumitrescu, Roman, Leon Özcan, Patrick Ködding, Marc Foullois, and Ruslan Bernijazov. <i>Künstliche Intelligenz in der Produktentstehung</i>. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.","ieee":"R. Dumitrescu, L. Özcan, P. Ködding, M. Foullois, and R. Bernijazov, <i>Künstliche Intelligenz in der Produktentstehung</i>. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.","mla":"Dumitrescu, Roman, et al. <i>Künstliche Intelligenz in der Produktentstehung</i>. Heinz Nixdorf Institut, Universität Paderborn, 2021.","apa":"Dumitrescu, R., Özcan, L., Ködding, P., Foullois, M., &#38; Bernijazov, R. (2021). <i>Künstliche Intelligenz in der Produktentstehung</i>. Heinz Nixdorf Institut, Universität Paderborn."}},{"language":[{"iso":"eng"}],"doi":"10.1017/pds.2021.548","title":"SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS","year":"2021","publication_identifier":{"issn":["2732-527X"]},"author":[{"id":"50562","last_name":"Scholtysik","first_name":"Michel","full_name":"Scholtysik, Michel"},{"id":"33669","full_name":"Reinhold, Jannik","first_name":"Jannik","last_name":"Reinhold"},{"id":"43136","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian","last_name":"Koldewey","full_name":"Koldewey, Christian"},{"full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu","id":"16190"}],"publication_status":"published","date_updated":"2022-01-06T06:57:31Z","article_type":"original","intvolume":"         1","date_created":"2021-10-28T09:09:57Z","keyword":["sustainability"],"type":"journal_article","department":[{"_id":"563"}],"publication":"Proceedings of the Design Society","abstract":[{"text":"Digitalization and sustainability are major challenges for today's manufacturing industry. While digitalization is characterized by the incorporation of digital technologies in the products and services as well as the value creation architectures, sustainability requires them to balance economic, environmental and social issues. In both areas, especially Product Service Systems (PSS) are constantly gaining importance. This results in so called smart PSS that integrate digital technologies as well as sustainable PSS which aim at a positive impact on sustainability. Both two concepts cannot be clearly delimited since smart PSS might be designed for sustainability as well and sustainable PSS might be used with digital technologies. This paper aims to investigate the interrelations. To that, digitalization patterns of products and services are evaluated regarding their sustainable impact. The evaluation is conducted by a survey in research and industry. Furthermore, the design of the underlying value creation architecture is investigated. Here, a methodology is proposed enabling companies to optimize their value creation architecture.","lang":"eng"}],"page":"2871-2880","_id":"26990","user_id":"43136","volume":1,"status":"public","conference":{"end_date":"2021-08-20","location":"Gothenburg, Sweden","name":"International Conference on Engineering Design (ICED21)","start_date":"2021-08-16"},"citation":{"mla":"Scholtysik, Michel, et al. “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS.” <i>Proceedings of the Design Society</i>, vol. 1, 2021, pp. 2871–80, doi:<a href=\"https://doi.org/10.1017/pds.2021.548\">10.1017/pds.2021.548</a>.","apa":"Scholtysik, M., Reinhold, J., Koldewey, C., &#38; Dumitrescu, R. (2021). SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS. <i>Proceedings of the Design Society</i>, <i>1</i>, 2871–2880. <a href=\"https://doi.org/10.1017/pds.2021.548\">https://doi.org/10.1017/pds.2021.548</a>","ieee":"M. Scholtysik, J. Reinhold, C. Koldewey, and R. Dumitrescu, “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS,” <i>Proceedings of the Design Society</i>, vol. 1, pp. 2871–2880, 2021, doi: <a href=\"https://doi.org/10.1017/pds.2021.548\">10.1017/pds.2021.548</a>.","chicago":"Scholtysik, Michel, Jannik Reinhold, Christian Koldewey, and Roman Dumitrescu. “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS.” <i>Proceedings of the Design Society</i> 1 (2021): 2871–80. <a href=\"https://doi.org/10.1017/pds.2021.548\">https://doi.org/10.1017/pds.2021.548</a>.","ama":"Scholtysik M, Reinhold J, Koldewey C, Dumitrescu R. SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS. <i>Proceedings of the Design Society</i>. 2021;1:2871-2880. doi:<a href=\"https://doi.org/10.1017/pds.2021.548\">10.1017/pds.2021.548</a>","short":"M. Scholtysik, J. Reinhold, C. Koldewey, R. Dumitrescu, Proceedings of the Design Society 1 (2021) 2871–2880.","bibtex":"@article{Scholtysik_Reinhold_Koldewey_Dumitrescu_2021, title={SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS}, volume={1}, DOI={<a href=\"https://doi.org/10.1017/pds.2021.548\">10.1017/pds.2021.548</a>}, journal={Proceedings of the Design Society}, author={Scholtysik, Michel and Reinhold, Jannik and Koldewey, Christian and Dumitrescu, Roman}, year={2021}, pages={2871–2880} }"},"quality_controlled":"1"},{"citation":{"ama":"Reinhold J, Ködding P, Scholtysik M, Koldewey C, Dumitrescu R. Smart Service-Transformation mit Geschäftsmodellmustern. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>. Published online 2021:337-341. doi:<a href=\"https://doi.org/10.1515/zwf-2021-0069\">10.1515/zwf-2021-0069</a>","bibtex":"@article{Reinhold_Ködding_Scholtysik_Koldewey_Dumitrescu_2021, title={Smart Service-Transformation mit Geschäftsmodellmustern}, DOI={<a href=\"https://doi.org/10.1515/zwf-2021-0069\">10.1515/zwf-2021-0069</a>}, journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, author={Reinhold, Jannik and Ködding, Patrick and Scholtysik, Michel and Koldewey, Christian and Dumitrescu, Roman}, year={2021}, pages={337–341} }","mla":"Reinhold, Jannik, et al. “Smart Service-Transformation mit Geschäftsmodellmustern.” <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, 2021, pp. 337–41, doi:<a href=\"https://doi.org/10.1515/zwf-2021-0069\">10.1515/zwf-2021-0069</a>.","chicago":"Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey, and Roman Dumitrescu. “Smart Service-Transformation mit Geschäftsmodellmustern.” <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, 2021, 337–41. <a href=\"https://doi.org/10.1515/zwf-2021-0069\">https://doi.org/10.1515/zwf-2021-0069</a>.","short":"J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, R. Dumitrescu, Zeitschrift für wirtschaftlichen Fabrikbetrieb (2021) 337–341.","apa":"Reinhold, J., Ködding, P., Scholtysik, M., Koldewey, C., &#38; Dumitrescu, R. (2021). Smart Service-Transformation mit Geschäftsmodellmustern. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, 337–341. <a href=\"https://doi.org/10.1515/zwf-2021-0069\">https://doi.org/10.1515/zwf-2021-0069</a>","ieee":"J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Smart Service-Transformation mit Geschäftsmodellmustern,” <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, pp. 337–341, 2021, doi: <a href=\"https://doi.org/10.1515/zwf-2021-0069\">10.1515/zwf-2021-0069</a>."},"publication":"Zeitschrift für wirtschaftlichen Fabrikbetrieb","abstract":[{"text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>Smart Services sind das Resultat zweier Megatrends: Digitalisierung und Servitisierung. Diese digitalen Dienstleistungen erfordern innovative Geschäftsmodelle, deren Umsetzung jedoch häufig eine Anpassung historisch gewachsener Wertschöpfung produzierender Unternehmen voraussetzt. Wir liefern geeignete Geschäftsmodellmuster zur Entwicklung von Geschäftsmodellen für Smart Services und zeigen, wie produzierende Unternehmen darauf aufbauend die Transformation ihrer Wertschöpfung planen können.</jats:p>","lang":"eng"}],"date_created":"2021-10-29T08:29:00Z","department":[{"_id":"563"}],"type":"journal_article","publication_identifier":{"unknown":["2511-0896","0947-0085"]},"author":[{"first_name":"Jannik","last_name":"Reinhold","full_name":"Reinhold, Jannik","id":"33669"},{"id":"45402","first_name":"Patrick","last_name":"Ködding","full_name":"Ködding, Patrick"},{"id":"50562","first_name":"Michel","last_name":"Scholtysik","full_name":"Scholtysik, Michel"},{"id":"43136","full_name":"Koldewey, Christian","last_name":"Koldewey","first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"year":"2021","status":"public","title":"Smart Service-Transformation mit Geschäftsmodellmustern","date_updated":"2022-01-06T06:57:32Z","publication_status":"published","_id":"26998","language":[{"iso":"ger"}],"page":"337-341","doi":"10.1515/zwf-2021-0069","user_id":"33669"}]